Evidence Provenance
How independent is the evidence?
The graph can accumulate many signals, but several signals from one upstream source are not the same as independent corroboration. This audit scores each idea by source-domain diversity, provenance method mix, and concentration risk across the evidence lanes.
Most independent evidence
Needs provenance hardening
Full audit
Ranked by independence score.
Scores are deterministic and computed from /graph.json. Declared evidence is strongest, classified evidence is directional, and inferred overlap is weakest.
90/100
4 domains
Pesticide-residue compliance monitor for food importers
6 evidence edges. Dominant source family: local:data/regulatory-clock.json (36%).
classified: 6
88/100
4 domains
Guest app with day-of seating lookup and schedule
4 evidence edges. Dominant source family: local:data/regulatory-clock.json (30%).
classified: 4
87/100
7 domains
Private AI prompt workspace for sensitive teams
9 evidence edges. Dominant source family: github.com (29%).
declared: 1classified: 5inferred: 3
86/100
6 domains
Consumer health and safety signal monitor: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers
6 evidence edges. Dominant source family: local:data/regulatory-clock.json (29%).
classified: 4inferred: 2
86/100
4 domains
Purchase order exception tracker for small manufacturers
6 evidence edges. Dominant source family: local:data/regulatory-clock.json (29%).
classified: 4inferred: 2
85/100
4 domains
Estate and inheritance facilitator marketplace
5 evidence edges. Dominant source family: artificialintelligenceact.eu (14%).
classified: 3inferred: 2
84/100
8 domains
Data processing agreement tracker for micro SaaS teams
13 evidence edges. Dominant source family: github.com (20%).
classified: 6inferred: 7
84/100
8 domains
Data retention cleanup assistant for small law firms
10 evidence edges. Dominant source family: github.com (14%).
classified: 5inferred: 5
84/100
6 domains
Operational SOP drift detector for franchise operators
6 evidence edges. Dominant source family: github.com (40%).
classified: 3inferred: 3
84/100
4 domains
Client asset intake portal for accountants
6 evidence edges. Dominant source family: github.com (18%).
classified: 3inferred: 3
84/100
4 domains
Loan covenant calendar for bootstrapped companies
6 evidence edges. Dominant source family: github.com (18%).
classified: 3inferred: 3
83/100
6 domains
AI workflow reliability monitor for small teams
10 evidence edges. Dominant source family: github.com (42%).
declared: 1classified: 2inferred: 7
83/100
6 domains
Appointment no-show recovery planner for therapy practices
5 evidence edges. Dominant source family: artificialintelligenceact.eu (17%).
classified: 2inferred: 3
83/100
4 domains
Accessibility issue triage board for small websites
10 evidence edges. Dominant source family: github.com (23%).
classified: 4inferred: 6
82/100
6 domains
When-to-replace planner for data center equipment
10 evidence edges. Dominant source family: github.com (38%).
classified: 3inferred: 7
82/100
4 domains
AI compliance brief generator for small clinics
4 evidence edges. Dominant source family: artificialintelligenceact.eu (20%).
classified: 2inferred: 2
82/100
4 domains
AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
9 evidence edges. Dominant source family: github.com (25%).
classified: 3inferred: 6
82/100
4 domains
AI operations signal monitor: If Claude Fable stops helping you, you'll never know
9 evidence edges. Dominant source family: github.com (25%).
classified: 3inferred: 6
82/100
4 domains
AI operations signal monitor: MiMo Code is now released and open-source
9 evidence edges. Dominant source family: github.com (25%).
classified: 3inferred: 6
82/100
4 domains
AI operations signal monitor: xAI is looking more like a datacentre REIT than a frontier lab
9 evidence edges. Dominant source family: github.com (25%).
classified: 3inferred: 6
81/100
4 domains
AI changelog digest for open-source maintainers
8 evidence edges. Dominant source family: github.com (27%).
classified: 2inferred: 6
81/100
4 domains
One-idea-per-email drip platform for developer onboarding
8 evidence edges. Dominant source family: github.com (27%).
classified: 2inferred: 6
81/100
4 domains
Fair-value appraisals for used GPUs and AI hardware
8 evidence edges. Dominant source family: github.com (27%).
classified: 2inferred: 6
81/100
4 domains
Open-source sponsor update generator
8 evidence edges. Dominant source family: github.com (27%).
classified: 2inferred: 6
81/100
4 domains
Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing
9 evidence edges. Dominant source family: github.com (30%).
classified: 2inferred: 7
77/100
4 domains
Recovery-percentile tracker for orthopedic surgery patients
3 evidence edges. Dominant source family: github.com (25%).
classified: 1inferred: 2
75/100
3 domains
Permit renewal calendar for mobile food vendors
5 evidence edges. Dominant source family: environment.ec.europa.eu (36%).
classified: 4inferred: 1
72/100
3 domains
Cross-platform buyer history for multi-marketplace resellers
4 evidence edges. Dominant source family: environment.ec.europa.eu (33%).
classified: 3inferred: 1
72/100
3 domains
Federal vendor registration renewal assistant
3 evidence edges. Dominant source family: local:data/regulatory-clock.json (50%).
classified: 3
71/100
4 domains
AI output review queue for customer support macros
2 evidence edges. Dominant source family: github.com (20%).
inferred: 2
68/100
3 domains
Quote comparison brief for home renovation clients
3 evidence edges. Dominant source family: environment.ec.europa.eu (29%).
classified: 2inferred: 1
63/100
3 domains
AI prompt audit log for marketing agencies
2 evidence edges. Dominant source family: artificialintelligenceact.eu (20%).
classified: 1inferred: 1
63/100
3 domains
Auto signal monitor: Mercedes‑Benz starts large‑scale production of electric axial flux motor
2 evidence edges. Dominant source family: environment.ec.europa.eu (20%).
classified: 1inferred: 1
63/100
3 domains
Change-order risk detector for landscaping contractors
2 evidence edges. Dominant source family: servicetitan.com (29%).
classified: 1inferred: 1
63/100
3 domains
Blended retainer-plus-usage billing for agencies
2 evidence edges. Dominant source family: github.com (40%).
classified: 1inferred: 1
63/100
3 domains
Field service photo checklist for HVAC teams
2 evidence edges. Dominant source family: servicetitan.com (29%).
classified: 1inferred: 1
58/100
3 domains
Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer
2 evidence edges. Dominant source family: github.com (25%).
inferred: 2
55/100
3 domains
Rebrandable client delivery dashboard for AI agencies
1 evidence edge. Dominant source family: stackoverflow.com (60%).
inferred: 1
42/100
2 domains
Employee handbook change digest for small employers
1 evidence edge. Dominant source family: github.com (33%).
inferred: 1
42/100
2 domains
Incident postmortem builder for managed service providers
1 evidence edge. Dominant source family: github.com (33%).
inferred: 1
42/100
2 domains
One markdown file, publish-ready for every platform
1 evidence edge. Dominant source family: github.com (33%).
inferred: 1
42/100
2 domains
Micro-agency proposal scope checker
1 evidence edge. Dominant source family: github.com (33%).
inferred: 1
42/100
2 domains
Review response quality coach for local service businesses
1 evidence edge. Dominant source family: itunes.apple.com (50%).
inferred: 1
41/100
1 domain
Contractor onboarding checklist for small construction firms
1 evidence edge. Dominant source family: servicetitan.com (50%).
classified: 1
41/100
1 domain
Parent-teacher meeting prep brief
1 evidence edge. Dominant source family: powerschool.com (50%).
classified: 1
41/100
1 domain
Scholarship application organizer for school counselors
1 evidence edge. Dominant source family: powerschool.com (50%).
classified: 1
41/100
1 domain
Vendor insurance certificate tracker for property managers
1 evidence edge. Dominant source family: appfolio.com (50%).
classified: 1
41/100
1 domain
Warranty claim packet builder for appliance repair shops
1 evidence edge. Dominant source family: servicetitan.com (50%).
classified: 1
0/100
0 domains
Board packet generator for HOA managers
0 evidence edges. Dominant source family: none (0%).
single-source family
0/100
0 domains
Real-time business-closure alerts for asset buyers
0 evidence edges. Dominant source family: none (0%).
single-source family
0/100
0 domains
Community volunteer action tracker for local boards
0 evidence edges. Dominant source family: none (0%).
single-source family
0/100
0 domains
Grant deadline radar for arts nonprofits
0 evidence edges. Dominant source family: none (0%).
single-source family
0/100
0 domains
Webinar follow-up personalization tool for B2B consultants
0 evidence edges. Dominant source family: none (0%).
single-source family